Yiwu Yao

Joined

September 2023

Names

Yiwu Yao (Preferred)

Emails

****@pku.edu.cn (Confirmed)

Personal Links

Career & Education History

Researcher

Compute Product Line, Huawei Technologies Ltd. (huawei.com)

2022 – 2025

MS student

EECS, Peking University (pku.edu.cn)

2010 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Yuhua Cheng

2010 – 2014

Expertise

large language model

2022 – 2025

diffusion model

2022 – 2025

deep learning

2017 – 2025

Publications

Compact Attention: Exploiting Structured Spatio-Temporal Sparsity for Fast Video Generation
Qirui Li, Guangcong Zheng, Qi Zhao, Jie Li, Yehao Lu, Bin Dong, Yiwu Yao, Zequn Qin, Xi Li
- Submitted to ICLR 2026
- Readers: Everyone
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
Guangda Liu, Chengwei Li, Zhenyu Ning, Jing Lin, Yiwu Yao, Danning Ke, Minyi Guo, Jieru Zhao
- ICLR 2026 Poster
- Readers: Everyone
Astraea: A Token-wise Acceleration Framework for Video Diffusion Transformers
Haosong Liu, Yuge Cheng, Wenxuan Miao, Zihan Liu, Aiyue Chen, Jing Lin, Yiwu Yao, Chen Chen, Jingwen Leng, Minyi Guo, Yu Feng
- ICLR 2026 Poster
- Readers: Everyone
DartQuant: Efficient Rotational Distribution Calibration for LLM Quantization
Yuantian Shao, Yuanteng Chen, Peisong Wang, Jianlin Yu, Jing Lin, Yiwu Yao, Zhihui Wei, Jian Cheng
- NeurIPS 2025 poster
- Readers: Everyone
KVTuner: Sensitivity-Aware Layer-wise Mixed Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference
Xing Li, Zeyu Xing, Yiming Li, Linping Qu, Hui-Ling Zhen, Wulong Liu, Yiwu Yao, Sinno Jialin Pan, Mingxuan Yuan
- CoRR 2025
- Readers: Everyone
Dynamic Low-Rank Sparse Adaptation for Large Language Models
Weizhong Huang, Yuxin Zhang, Xiawu Zheng, Yang Liu, Jing Lin, Yiwu Yao, Rongrong Ji
- CoRR 2025
- Readers: Everyone
KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference
Xing Li, Zeyu XING, Yiming Li, Linping Qu, Hui-Ling Zhen, Yiwu Yao, Wulong Liu, Sinno Jialin Pan, Mingxuan Yuan
- ICML 2025 poster
- Readers: Everyone
RazorAttention: Efficient KV Cache Compression Through Retrieval Heads
Hanlin Tang, Yang Lin, Jing Lin, Qingsen Han, Danning Ke, Shikuan Hong, Yiwu Yao, Gongyi Wang
- ICLR 2025
- Readers: Everyone
RazorAttention: Efficient KV Cache Compression Through Retrieval Heads
Hanlin Tang, Yang Lin, Jing Lin, Qingsen Han, Danning Ke, Shikuan Hong, Yiwu Yao, Gongyi Wang
- ICLR 2025 Poster
- Readers: Everyone
Extreme composite compression of large language models through joint optimization
Yuexiao Ma, Zhanhao Xie, Wenting Lin, Xiawu Zheng, Yuhang Wu, Shenao, Jing Lin, Yiwu Yao, Fei Chao, Rongrong Ji
- Submitted to ICLR 2025
- Readers: Everyone

View all 22 publications

Co-Authors

View all 77 co-authors